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Artificial Intelligence Articles

Browse published Biomed Atlas articles in Artificial Intelligence.

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Clinician reviewing AI clinical decision support with patient risk information, laboratory results and treatment considerations
Artificial Intelligence

AI Clinical Decision Support: How It Works, Uses, Risks and FDA Regulation in 2026

AI clinical decision support can help clinicians interpret patient information, estimate risk, consider diagnoses and review treatment options. This guide explains how AI-powered CDS works, what 2026 clinical studies show, its benefits and risks, and how FDA regulation distinguishes certain non-device decision support from regulated medical-device software.

Clinician reviewing a digital twin model created from medical imaging, laboratory results, wearable data and patient records
Artificial Intelligence

Digital Twins in Healthcare: How Virtual Patient Models Work, Uses, Benefits and Risks in 2026

Digital twins are patient-specific computational models that can be updated with real health data and used to simulate possible future outcomes. This guide explains how healthcare digital twins work, where they are being studied, current evidence in diabetes, cardiology, oncology and clinical trials, and the limitations, privacy risks and regulatory questions clinicians and patients should understand.

Doctor and patient using an ambient AI medical scribe during a clinical consultation
Artificial Intelligence

AI Medical Scribes: How Ambient AI Works, Benefits, Risks and Privacy in 2026

AI medical scribes can listen during clinical consultations and turn conversations into draft medical notes, letters and other documentation. This guide explains how ambient AI scribes work, what current research shows, their potential benefits and risks, patient privacy and consent, and how their use is evolving in the United States and NHS.

AI-enabled medical devices used for imaging, cardiovascular analysis and clinical decision support
Artificial Intelligence

FDA AI-Enabled Medical Devices: 2026 List, Uses and Regulation

The FDA maintains a growing list of artificial intelligence-enabled medical devices authorized for marketing in the United States. This guide explains what the FDA list means, the difference between clearance, authorization and approval, selected 2026 devices, major clinical uses and how AI medical-device regulation is evolving.

Clinician using generative AI technology in a modern healthcare setting
Artificial Intelligence

Generative AI in Healthcare: Uses, Risks and Regulation in 2026

Generative AI is moving into clinical documentation, patient communication, medical research and decision-support workflows. This guide explains how it is being used in healthcare, where the risks remain, and how regulators in the United States, United Kingdom and Canada are responding in 2026.